Comparing Performances of CNN, BP, and SVM Algorithms for Differentiating Sweet Pepper Parts for Harvest Automation

For harvest automation of sweet pepper, image recognition algorithms for differentiating each part of a sweet pepper plant were developed and performances of these algorithms were compared. An imaging system consisting of two cameras and six halogen lamps was built for sweet pepper image acquisition...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Bongki Lee, Donghwan Kam, Yongjin Cho, Dae-Cheol Kim, Dong-Hoon Lee
Format:	Article
Language:	English
Published:	MDPI AG 2021-10-01
Subjects:	NDVI image processing SURF SIFT SVM BP algorithm
Online Access:	https://www.mdpi.com/2076-3417/11/20/9583